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Any crash in pgml.train poisons global #906

@levkk

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@levkk

Any error in pgml.train() poisons the Lazy instance of global state, e.g.

select pgml.train('test user', 'classification', 'pgml.digits', 'target');

[...]

ERROR:  Lazy instance has previously been poisoned

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